Beyond contacts: the important role of the support region to distinguish stable and transient protein interfaces
Miclot, T.; Timr, S.
Show abstract
Protein-protein interactions (PPIs) are fundamental to virtually all cellular processes; however, elucidating the principles that govern protein association into complexes remains a significant challenge. In this study, we present a comparative analysis of stable and transient protein interfaces, offering a detailed perspective on the interactions that form them. Moving beyond the traditional focus on pairs of neighboring residues, we examine interacting pairs by identifying their distinct non-bonded interactions. Additionally, we account for the contextual dependence of these interactions by analyzing the regions of the interface where they occur. Our approach quantifies the diversity of pairs in each region, considering the type of interface. Furthermore, we introduce an innovative strategy to analyze pair co-occurrence, enabling a comparison of the inner local organization of stable and transient interfaces. Our findings reveal that stable and transient interfaces differ not in overall residue composition, but in the residue- and interaction-partitioning patterns across the variably hydrated regions of the interface. These results underscore the importance of considering the contextual environment in which pairs interact and identify the support region as a key determinant for distinguishing transient and stable protein complexes. The software package developed for this analysis is available as open source.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Allosteric hotspots in the main protease of SARS-CoV-2 95%
- Gradations in protein dynamics captured by experimental NMR are not well represented by AlphaFold2 models and other computational metrics 95%
- Assembly of Protein Complexes In and On the Membrane with Predicted Spatial Arrangement Constraints 95%
Similar papers in this journal
- From complete cross-docking to partners identification and binding sites predictions 96%
- Towards a comprehensive view of the pocketome universe - biological implications and algorithmic challenges. 96%
- Protein superfolds are characterised as frustration-free topologies: A case study of pure parallel beta-sheet topologies 95%
Similar papers in this journal
- ANABAG: Annotated Antibody Antigen dataset with unique features for Antibody Engineering Applications 95%
- Cycledesigner Leveraging RFdiffusion and HighFold to Design Cyclic Peptide Binders for Specific Targets 94%
- The blobulator: a toolkit for identification and visual exploration of hydrophobic modularity in protein sequences 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.